SARS-COV, Twitter, 8/12/2022 11:31:00 PM, 279934


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SARS-COV_2022-08-12_02-30-24.xlsx
SARS-COV_2022-08-12_02-30-24.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 12, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3Qq2hCE
@mattwridley
@emilyakopp
@greg21143362
@biophysicsfl
@omneco
@graybea71861266
@crashdebug_fr
@babarlelephant
@banounhelene
@hironobusuzuki

Top hashtags:
#sarscov2
#ss9inbkk_day1
#hobipalooza
#sars
#algi
#monkeypox
#viruses

Description:
Description
The graph represents a network of 1,764 Twitter users whose tweets in the requested range contained "SARS-COV", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 12 August 2022 at 09:31 UTC.

The requested start date was Friday, 12 August 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 11-hour, 30-minute period from Friday, 29 July 2022 at 00:44 UTC to Thursday, 11 August 2022 at 12:14 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 1764
Unique Edges : 992
Edges With Duplicates : 1700
Total Edges : 2692
Number of Edge Types : 5
Retweet : 709
MentionsInRetweet : 842
Tweet : 161
Replies to : 261
Mentions : 719
Self-Loops : 171
Reciprocated Vertex Pair Ratio : 0.0116065974343311
Reciprocated Edge Ratio : 0.0229468599033816
Connected Components : 294
Single-Vertex Connected Components : 70
Maximum Vertices in a Connected Component : 225
Maximum Edges in a Connected Component : 478
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.411171
Graph Density : 0.000532487527058469
Modularity : 0.619874
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 1,764 Twitter users whose tweets in the requested range contained "SARS-COV", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 12 August 2022 at 09:31 UTC.

The requested start date was Friday, 12 August 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 11-hour, 30-minute period from Friday, 29 July 2022 at 00:44 UTC to Thursday, 11 August 2022 at 12:14 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : SARS-COV
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[13] https://odysee.com/@ColCovMed-Reunion:9/CSI-n%C2%B061---Introduction-et-Conclusions---30-06-2022-Odysee:0
[12] https://en.ssi.dk/news/news/2022/few-ba2-75-danish-cases
[7] https://medicosporlaverdad.net/el-virus-sars-cov-2-es-un-quimera-artificial-y-no-circula-en-la-poblacion/
[6] https://fluoridefreepeel.ca/
[4] https://twitter.com/garyruskin/status/1557070183377674242
[4] https://www.usatoday.com/story/news/politics/2022/08/04/biden-administration-declares-monkeypox-public-health-emergency/10144621002/
[4] https://www.amazon.it/dp/B09NDTTHHR/?tag=amzoffers02-21&psc=1
[4] https://journals.asm.org/doi/10.1128/jvi.00671-22
[4] https://www.nickcampos.com/2022/07/live-free-again-turn-away-from-fear-and-rejoin-your-fellow-humans/
[2] https://reporter.nih.gov/search/WNMviEkAEk-ohjdU9a9JTg/publications/project-details/9056977

Top URLs in Tweet in G1:
[1] https://twitter.com/garyruskin/status/1557070183377674242
[1] https://twitter.com/Minsa_Peru/status/1555652361342881793
[1] https://www.semanticscholar.org/paper/The-Evidence-which-Suggests-that-This-Is-No-Evolved-S%C3%B8rensen-Dalgleish/bae0b5f2cae9f55b0f72349e7964989641a2d71d
[1] https://www.csiro.au/en/research/health-medical/diseases/infectious-diseases/bats-confirmed-host-of-sars-virus

Top URLs in Tweet in G2:
[1] https://twitter.com/BB45_Colorado/status/1555880326375047168

Top URLs in Tweet in G3:
[4] https://www.amazon.it/dp/B09NDTTHHR/?tag=amzoffers02-21&psc=1
[2] https://www.amazon.it/dp/B00K1CYRTM/?tag=amzoffers02-21&psc=1
[2] https://www.amazon.it/dp/B01KWTC53S/?tag=amzoffers02-21&psc=1
[2] https://blog.goo.ne.jp/xvcov1/e/8513dfdec9db70d17f7c150fe4d24618
[2] https://www.cidrap.umn.edu/news-perspective/2022/08/news-scan-aug-09-2022
[2] https://www.livescience.com/56598-deadliest-viruses-on-earth.html
[1] https://twitter.com/BrainMetabolism/status/1552977737672900608
[1] https://twitter.com/WilenLab/status/1553020406319255553
[1] https://twitter.com/MonsieurRadiox/status/1553003808346759169
[1] https://www.niaid.nih.gov/news-events/atomic-structure-novel-coronavirus-protein

Top URLs in Tweet in G4:
[1] https://figshare.com/articles/thesis/CupricOxide_Coating_That_Rapidly_ReducesInfection_by_SARS-CoV_2_via_Solids/16837036

Top URLs in Tweet in G5:
[1] https://www.news-medical.net/health/How-does-SARS-CoV-2-Compare-to-SARS-CoV.aspx

Top URLs in Tweet in G6:
[1] https://reporter.nih.gov/search/WNMviEkAEk-ohjdU9a9JTg/publications/project-details/9056977

Top URLs in Tweet in G8:
[1] https://twitter.com/Hero9004/status/1545473161570942976?t=dZ4Rz3icFUOidOmC8MHc8A&s=19
[1] https://www.gospanews.net/2022/08/07/vaiolo-delle-scimmie-da-danni-immunitari-dei-sieri-anticovid-clamorosa-denuncia-di-scienziato-israeliano-danneggiato-dai-vaccini/

Top URLs in Tweet in G9:
[2] https://twitter.com/KeithEv84928885/status/1512917576858451973?t=iCO-_Qj80P5_swEFLLfkzQ&s=19
[1] https://twitter.com/garyruskin/status/1557070183377674242
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3367621/
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7141560/
[1] https://pubmed.ncbi.nlm.nih.gov/15358126/
[1] https://www.propublica.org/article/near-misses-at-unc-chapel-hills-high-security-lab-illustrate-risk-of-accidents-with-coronaviruses
[1] https://insight.jci.org/articles/view/123158#B17
[1] https://journals.asm.org/doi/10.1128/JVI.06048-11
[1] https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0035421

Top URLs in Tweet in G10:
[1] https://www.frontiersin.org/articles/10.3389/fviro.2022.834808/full

Top Domains
Top Domains in Tweet in Entire Graph:
[38] twitter.com
[17] nih.gov
[15] odysee.com
[12] ssi.dk
[9] amazon.it
[7] medicosporlaverdad.net
[6] fluoridefreepeel.ca
[6] maghreb-post.de
[5] asm.org
[4] nature.com

Top Domains in Tweet in G1:
[2] twitter.com
[1] semanticscholar.org
[1] csiro.au

Top Domains in Tweet in G2:
[1] twitter.com

Top Domains in Tweet in G3:
[17] twitter.com
[8] amazon.it
[3] nih.gov
[2] frontiersin.org
[2] ne.jp
[2] umn.edu
[2] livescience.com
[2] myjournals.org
[1] hispantv.com
[1] google.nl

Top Domains in Tweet in G4:
[1] figshare.com

Top Domains in Tweet in G5:
[1] news-medical.net

Top Domains in Tweet in G6:
[1] nih.gov

Top Domains in Tweet in G8:
[1] twitter.com
[1] gospanews.net

Top Domains in Tweet in G9:
[3] twitter.com
[3] nih.gov
[1] propublica.org
[1] jci.org
[1] asm.org
[1] plos.org

Top Domains in Tweet in G10:
[1] frontiersin.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[70] sarscov2
[69] ss9inbkk_day1
[69] hobipalooza
[37] sars
[10] algi
[3] monkeypox
[2] viruses
[2] hiv
[2] genomics
[2] coverpage



Top Hashtags in Tweet in G3:
[2] covid19
[2] viruses
[2] hiv
[1] rociito
[1] yomerebelo28j
[1] supervivientes2022
[1] escapes
[1] scholaralerts
[1] zinc
[1] micronutrient

Top Hashtags in Tweet in G4:
[69] sarscov2
[69] ss9inbkk_day1
[69] hobipalooza

Top Words
Top Words in Tweet in Entire Graph:
[1206] cov
[1204] sars
[202] lab
[188] hotez
[184] virus
[170] ãƒ
[141] possible
[131] release
[129] clear
[125] having

Top Words in Tweet in G1:
[74] sars
[73] cov
[66] hotez
[65] mattwridley
[65] possible
[65] lab
[65] release
[64] clear
[64] dismissed
[64] preposterous

Top Words in Tweet in G2:
[246] cov
[164] sars
[82] これなんだけど
[82] sarsコロナウイルス
[82] mersコロナウイルス
[82] mers
[82] が時間と共に収束した
[82] いま考えると運が良かったとしか思えない
[82] ので
[82] sarsコロナウイルス2

Top Words in Tweet in G3:
[99] cov
[90] sars
[23] virus
[19] eth
[9] mers
[8] rapido
[7] æ
[6] infection
[6] 19
[6] kit

Top Words in Tweet in G4:
[69] cupricoxide
[69] coating
[69] rapidly
[69] reducesinfection
[69] sars
[69] covâ
[69] solids
[69] #sarscov2
[69] #ss9inbkk_day1
[69] #hobipalooza

Top Words in Tweet in G5:
[10] sars
[9] cov
[6] more
[5] contagious
[4] immunity
[4] less
[3] mpc_xetts
[3] umfpt
[3] unity_coach
[3] andrew7rd

Top Words in Tweet in G6:
[62] lab
[62] sars
[62] cov
[61] hotez
[60] perhaps
[60] baffling
[60] described
[60] possibility
[60] origin
[60] outlandish

Top Words in Tweet in G7:
[57] fase
[56] vacuna
[56] patria
[56] pasó
[56] exitosamente
[56] segura
[56] capaz
[56] producir
[56] anticuerpos
[56] contra

Top Words in Tweet in G8:
[4] eretico_l
[4] modamanager
[4] laperlaneranera
[4] anna302478978
[4] smitarianna
[4] lisargadata
[4] victoria_wet
[4] dorayak56884206
[3] hero9004
[3] paolasimoni

Top Words in Tweet in G9:
[51] sars
[45] cov
[13] biophysicsfl
[11] possible
[10] humans
[9] lab
[8] outbreaks
[8] remain
[8] serious
[8] concern

Top Words in Tweet in G10:
[11] cov
[6] sars
[4] grow
[3] gvdbossche
[3] swaledalemutton
[3] mers
[3] found
[2] genbank
[2] accession
[2] mn985325

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1044] sars,cov
[121] possible,lab
[119] lab,release
[117] hotez,dismissed
[117] dismissed,possible
[117] cov,preposterous
[117] preposterous,having
[117] having,conducted
[109] mers,cov
[90] release,sars

Top Word Pairs in Tweet in G1:
[73] sars,cov
[65] release,sars
[64] clear,hotez
[64] hotez,dismissed
[64] dismissed,possible
[64] possible,lab
[64] lab,release
[64] cov,preposterous
[64] preposterous,having
[64] having,conducted

Top Word Pairs in Tweet in G2:
[164] sars,cov
[82] これなんだけど,sarsコロナウイルス
[82] sarsコロナウイルス,sars
[82] cov,mersコロナウイルス
[82] mersコロナウイルス,mers
[82] mers,cov
[82] cov,が時間と共に収束した
[82] が時間と共に収束した,いま考えると運が良かったとしか思えない
[82] いま考えると運が良かったとしか思えない,ので
[82] ので,sarsコロナウイルス2

Top Word Pairs in Tweet in G3:
[88] sars,cov
[8] mers,cov
[5] cov,spike
[4] cov,infection
[4] cov,sars
[4] wizbiotech,kit
[4] kit,rapido
[4] rapido,sars
[4] cov,test
[4] test,rapido

Top Word Pairs in Tweet in G4:
[69] cupricoxide,coating
[69] coating,rapidly
[69] rapidly,reducesinfection
[69] reducesinfection,sars
[69] sars,covâ
[69] covâ,solids
[69] solids,#sarscov2
[69] #sarscov2,#ss9inbkk_day1
[69] #ss9inbkk_day1,#hobipalooza
[68] yvonnew30850715,cupricoxide

Top Word Pairs in Tweet in G5:
[9] sars,cov
[3] tonimari99,arduatendit
[3] lifeisfornow,jlmjlm77
[3] jlmjlm77,mario19795947
[3] mario19795947,stephenharper9
[3] stephenharper9,lifechoicen
[3] coryrove,laurihwilliams
[3] laurihwilliams,prickyricky1
[3] prickyricky1,oxharryh1
[3] oxharryh1,tracymmpohill

Top Word Pairs in Tweet in G6:
[62] sars,cov
[60] perhaps,baffling
[60] baffling,hotez
[60] hotez,described
[60] described,possibility
[60] possibility,lab
[60] lab,origin
[60] origin,sars
[60] cov,outlandish
[60] outlandish,grant

Top Word Pairs in Tweet in G7:
[56] vacuna,patria
[56] patria,pasó
[56] pasó,exitosamente
[56] exitosamente,fase
[56] fase,segura
[56] segura,capaz
[56] capaz,producir
[56] producir,anticuerpos
[56] anticuerpos,contra
[56] contra,virus

Top Word Pairs in Tweet in G8:
[4] eretico_l,modamanager
[4] modamanager,laperlaneranera
[4] laperlaneranera,anna302478978
[4] anna302478978,smitarianna
[4] smitarianna,lisargadata
[4] lisargadata,victoria_wet
[4] victoria_wet,dorayak56884206
[3] hero9004,eretico_l
[3] dorayak56884206,paolasimoni
[2] sars,cov

Top Word Pairs in Tweet in G9:
[42] sars,cov
[9] cov,humans
[8] sars,outbreaks
[8] outbreaks,remain
[8] remain,serious
[8] serious,concern
[8] concern,mainly
[8] mainly,due
[8] due,possible
[8] possible,zoonotic

Top Word Pairs in Tweet in G10:
[6] sars,cov
[3] mers,cov
[2] genbank,accession
[2] accession,mn985325
[2] mn985325,both
[2] both,sars
[2] cov,mers
[2] cov,found
[2] found,grow
[2] grow,well

Top Replied-To
Top Replied-To in Entire Graph:
@peterhotez
@wilenlab
@greenopi1
@graybea71861266
@r_h_ebright
@cyclowarrior
@senatorhassan
@_mudb_
@kenlesurvivant5
@yves_laberge64

Top Replied-To in G1:
@mattwridley
@washburnealex
@biorealism

Top Replied-To in G5:
@cyclowarrior
@zentigernz
@umfpt
@andrew7rd

Top Replied-To in G8:
@eretico_l
@lunalunetta2022

Top Replied-To in G9:
@graybea71861266
@r_h_ebright
@james__glen
@debunk_the_funk
@keithev84928885
@rossana38510044
@christianhhde
@engineer2the

Top Replied-To in G10:
@darnitcomics
@gvdbossche
@takethatct
@homehelpfulrn
@fornowago

Top Mentioned
Top Mentioned in Entire Graph:
@hironobusuzuki
@mattwridley
@yvonnew30850715
@emilyakopp
@rikiricardof
@v2dark
@childrenshd
@banounhelene
@omneco
@johnfaruv

Top Mentioned in G1:
@mattwridley
@omneco
@biorealism
@drjbhattacharya
@vprasadmdmph
@tracybethhoeg
@ajlamesa
@martinkulldorff
@ballouxfrancois
@emilyakopp

Top Mentioned in G2:
@hironobusuzuki

Top Mentioned in G3:
@jeffersonearl1
@tshilid94121257

Top Mentioned in G4:
@yvonnew30850715

Top Mentioned in G5:
@mpc_xetts
@unity_coach
@wolf_ofthe_west
@blaylockmooky
@adevotedyogi
@f3_haskell
@frugalsues
@geezercitizenx
@scary7dr
@quoimio

Top Mentioned in G6:
@emilyakopp
@mattwridley

Top Mentioned in G7:
@rikiricardof

Top Mentioned in G8:
@modamanager
@laperlaneranera
@anna302478978
@smitarianna
@lisargadata
@victoria_wet
@dorayak56884206
@hero9004
@eretico_l
@paolasimoni

Top Mentioned in G9:
@biophysicsfl
@emilyakopp
@peterdaszak
@jaredpretender
@mentju4
@florin_uncovers
@thackerpd
@pathogenetics
@debunk_the_funk
@mattwridley

Top Mentioned in G10:
@swaledalemutton
@gvdbossche
@sleddingteam
@athenafreedom20
@allangmiller1
@andrewmcdonaldv
@thiomargaritana
@jondoh12345
@carymarules
@jroschuk

Top Tweeters
Top Tweeters in Entire Graph:
@sosorasora3
@citrus_kyoto
@biobio
@souun_udoku
@bb45_colorado
@4823_tanaka
@azukiglg
@ocu_p1
@miti_vigliero
@medical_news_j

Top Tweeters in G1:
@4823_tanaka
@paularitchie3
@ia_vets
@biorealism
@karlerbach
@scjohnston
@ajlamesa
@carlgreggain
@deeclarea17
@mguru2020

Top Tweeters in G2:
@sosorasora3
@citrus_kyoto
@souun_udoku
@bb45_colorado
@lamohkun
@iriyamazu_b
@qbk_jitensya
@nofrills
@eyasuyuki
@seafurry

Top Tweeters in G3:
@miti_vigliero
@medical_news_j
@thethegrinch7
@ralu0617
@ensregistry
@myjournals
@16po
@hanrongli
@ekwulu
@tinquangbinh

Top Tweeters in G4:
@5933bds7koyctdy
@serpil_e61
@jiush1fec0d0r5n
@kobsuleeporn
@ppppppp34066147
@nt_cppn
@hqca9wdb6ujybiq
@0adphtlygwu6dy6
@dv7avlxa40ylkrp
@wnsbldhyiucdaar

Top Tweeters in G5:
@rospay15
@adevotedyogi
@unity_coach
@tracymmpohill
@luvthmgators
@cyberdyne
@artyshouse
@6x10e23
@takethatchem
@umfpt

Top Tweeters in G6:
@francvs
@me_for_earth
@wellnessfr
@knitwise2
@hbbtruth
@caschmitt
@mbalter
@jesuscasique1
@mariekemph
@rrmcp

Top Tweeters in G7:
@erafoxzl
@pedrommorales5
@darwina_j
@manho579
@alhuai
@leunam6505
@cirockase
@cuemar
@liccarrillo1968
@olguinmom

Top Tweeters in G8:
@paolasimonin
@fratzen13
@sedicizero
@laperlaneranera
@d_essere
@modamanager
@armidmar
@biif
@giovanni7769
@eretico_l

Top Tweeters in G9:
@dopaminergic13
@klausriede
@smcadman
@toetterbeck
@snorman1776
@r_h_ebright
@rosariop70
@robertwager1
@thackerpd
@greg21143362

Top Tweeters in G10:
@takethatct
@athenafreedom20
@breezergalway
@frankdelia7
@iainmulady
@westhammatters
@carymarules
@swaledalemutton
@thiomargaritana
@judysimpson222